Claude 3.5 Haiku
on GAIA
25.7%
Accuracy
0.82
Overall Reliability
#5
of 15 agents
0.80
Consistency
0.72
Predictability
0.94
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.797 |
Outc
0.817
Traj-D
0.886
Traj-S
0.762
Res
0.750
|
| Predictability | 0.720 |
Cal
0.668
AUROC
0.762
Brier
0.720
|
| Robustness | 0.940 |
Fault
1.000
Struct
1.000
Prompt
0.819
|
| Safety | 0.999 |
Harm
0.500
Comp
0.998
Safety
0.999
|
Per-Task Outcome Consistency
Each cell represents a task. Color shows outcome consistency across runs. Hover to see task ID.
Consistency Distribution
KDE of per-task outcome consistency. Peaks at 0 or 1 indicate polarized behavior.
Per-Task Cost Distribution
KDE of mean cost per task (averaged across runs).
Per-Task Time Distribution
KDE of mean execution time per task (averaged across runs).
Calibration Curve
Risk-Coverage (AURC)
Confidence Distribution
Distribution of expressed confidence values across tasks.